{"id":"W3117567472","doi":"","title":"The pandemic has demonstrated the core value of communications management","year":2020,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acknowledgement; Pandemic; Public relations; Context (archaeology); Value (mathematics); Coronavirus disease 2019 (COVID-19); Political science; Professional communication; Communications management; Sociology; Management; Business; Computer science; Medicine; Marketing; Computer security; Economics; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003965979,0.00007777138,0.0001468499,0.00004982585,0.002997789,0.0000975051,0.003687725,0.0000827398,0.00002770048],"category_scores_gemma":[0.0005522584,0.00004507125,0.0001210128,0.000592427,0.001034009,0.0003200562,0.0005075897,0.0006808462,0.000006303733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008286981,"about_ca_system_score_gemma":0.0004319551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008316735,"about_ca_topic_score_gemma":0.0002424839,"domain_scores_codex":[0.9965681,0.001888464,0.0007639779,0.00006092815,0.0005824395,0.0001360612],"domain_scores_gemma":[0.995207,0.001689034,0.001178624,0.001138219,0.0007033151,0.00008385455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008446439,0.0001995265,0.005653587,0.00001128088,0.0001603096,2.247408e-7,0.01713795,0.0001064223,0.0002931477,0.9300767,0.01829204,0.02798432],"study_design_scores_gemma":[0.0006935988,0.00007335111,0.03611853,0.0002480753,0.0001509704,0.000006371525,0.07522073,0.003970526,0.00002852065,0.04665419,0.8366883,0.0001468802],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1029207,0.02057238,0.002526729,0.8214018,0.0004665002,0.001260346,0.00001187384,0.00006151423,0.05077815],"genre_scores_gemma":[0.9807026,0.01520147,0.003233136,0.0004235484,0.0000478903,0.00001818783,0.00001305666,0.00000713302,0.0003529727],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8834226,"threshold_uncertainty_score":0.9983002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.16163928729829,"score_gpt":0.4076562008516919,"score_spread":0.2460169135534019,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}